Pith Number

pith:NPRCJ6XH

pith:2022:NPRCJ6XHRFRETHAEQXL5ED2EMG

not attested not anchored not stored refs pending

The Third International Verification of Neural Networks Competition (VNN-COMP 2022): Summary and Results

Changliu Liu, Christopher Brix, Mark Niklas M\"uller, Stanley Bak, Taylor T. Johnson

arxiv:2212.10376 v2 · 2022-12-20 · cs.LG · cs.AI · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NPRCJ6XHRFRETHAEQXL5ED2EMG}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Shifting-based Optimizable Linear Relaxations for General Activation Functions

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Quantitative Linear Logic for Neuro-Symbolic Learning and Verification

Analyzing Symbolic Properties for DRL Agents in Systems and Networking

Receipt and verification

First computed	2026-07-05T05:42:29.717025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6be224fae78962499c0485d7d20f446193bf15f1177808c0434a5c54481852b0

Aliases

arxiv: 2212.10376 · arxiv_version: 2212.10376v2 · doi: 10.48550/arxiv.2212.10376 · pith_short_12: NPRCJ6XHRFRE · pith_short_16: NPRCJ6XHRFRETHAE · pith_short_8: NPRCJ6XH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NPRCJ6XHRFRETHAEQXL5ED2EMG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6be224fae78962499c0485d7d20f446193bf15f1177808c0434a5c54481852b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edd19f789ca3d467a2879eb557c893aa04172162d413d0f923c1a9277cd17404",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-20T15:58:01Z",
    "title_canon_sha256": "48e81319472553357fa3e4aa2f809885ad67627663d920a1ef44e5bea7db6d57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10376",
    "kind": "arxiv",
    "version": 2
  }
}